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xinntao / EDVR

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks. EDVR has been merged into BasicSR and this repo is a mirror of BasicSR.
https://github.com/xinntao/BasicSR
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noise problem #122

Open FourierTransform opened 4 years ago

FourierTransform commented 4 years ago

I use EDVR on my dataset(there are some videos with noise,others are clean).I have performed 160k times,but the test curve doesn't look normal, image image Though after 160k iterations,it still can't work well on noise image.I wonder know the reason

xinntao commented 4 years ago

yes, the curve looks strange - it seems that the model overfits the training data. Do your test video contains different noise types from the training videos?

FourierTransform commented 4 years ago

the noise are same